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How to search the count of each Windows event code in my data and run arithmetic operations with these counts to display on a timechart?

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Hello! I have some Windows event log data with 5 different event codes. I need to count by each of the event codes and then perform basic arithmetic on those counts. For example, event code 21 is logon, event code 23 is logoff. I need to count logons and then logoffs and then subtract logoffs from logons. I can do this all using stats for a 1 time answer, but I really want to be able to dump it into something like timechart so I can see the difference over time (hourly or daily). The best I have right now is the one-time view with Stats: host=somehostnames* sourcetype="WinEventLog:Microsoft-Windows-TerminalServices-LocalSessionManager/Operational" | stats count(eval(EventCode="21")) AS "Logons", count(eval(EventCode="23")) AS "Logoffs" | eval Difference = (Logons - Logoffs) | stats sum(Difference) Or the timechart with each of the individual event codes: host=somehostnames* sourcetype="WinEventLog:Microsoft-Windows-TerminalServices-LocalSessionManager/Operational" | timechart count by EventCode Does anyone have any suggestions? Thanks in advance!

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